Commonsense knowledge adversarial dataset that challenges ELECTRA Oct 25, 2020 Reading Comprehension Word Sense Disambiguation
— Unverified Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach Oct 15, 2020 Language Modeling Language Modelling
Code Code Available Adapting BERT for Word Sense Disambiguation with Gloss Selection Objective and Example Sentences Sep 24, 2020 Data Augmentation Domain Adaptation
Code Code Available Latin BERT: A Contextual Language Model for Classical Philology Sep 21, 2020 Language Modeling Language Modelling
Code Code Available Comparison of Genres in Word Sense Disambiguation using Automatically Generated Text Collections Sep 1, 2020 Word Sense Disambiguation
— Unverified Analysis and Evaluation of Language Models for Word Sense Disambiguation Aug 26, 2020 Language Modelling Word Sense Disambiguation
Code Code Available A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings Aug 11, 2020 Sentiment Analysis Sentiment Classification
Code Code Available Multimodal Word Sense Disambiguation in Creative Practice Jul 15, 2020 Classification Descriptive
Code Code Available Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders Jul 1, 2020 Word Sense Disambiguation
— Unverified CluBERT: A Cluster-Based Approach for Learning Sense Distributions in Multiple Languages Jul 1, 2020 LEMMA Word Sense Disambiguation
Code Code Available Breaking Through the 80\% Glass Ceiling: Raising the State of the Art in Word Sense Disambiguation by Incorporating Knowledge Graph Information Jul 1, 2020 All Word Sense Disambiguation
Code Code Available Personalized PageRank with Syntagmatic Information for Multilingual Word Sense Disambiguation Jul 1, 2020 Word Sense Disambiguation
— Unverified Hinting Semantic Parsing with Statistical Word Sense Disambiguation Jun 29, 2020 Semantic Parsing Word Sense Disambiguation
— Unverified Exploiting Non-Taxonomic Relations for Measuring Semantic Similarity and Relatedness in WordNet Jun 22, 2020 Clustering Information Retrieval
— Unverified Explainable and Discourse Topic-aware Neural Language Understanding Jun 18, 2020 Document Classification Language Modeling
Code Code Available An Algorithm for Fuzzification of WordNets, Supported by a Mathematical Proof Jun 7, 2020 Word Sense Disambiguation
— Unverified DeBERTa: Decoding-enhanced BERT with Disentangled Attention Jun 5, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available Language Models are Few-Shot Learners May 28, 2020 answerability prediction Articles
Code Code Available Moving Down the Long Tail of Word Sense Disambiguation with Gloss-Informed Biencoders May 6, 2020 Word Sense Disambiguation
Code Code Available Exploring the Enrichment of Basque WordNet with a Sentiment Lexicon May 1, 2020 Machine Translation POS
— Unverified One Classifier for All Ambiguous Words: Overcoming Data Sparsity by Utilizing Sense Correlations Across Words May 1, 2020 All Word Embeddings
— Unverified SeCoDa: Sense Complexity Dataset May 1, 2020 Complex Word Identification Word Sense Disambiguation
— Unverified Sense-Annotated Corpora for Word Sense Disambiguation in Multiple Languages and Domains May 1, 2020 Word Sense Disambiguation
— Unverified Construct a Sense-Frame Aligned Predicate Lexicon for Chinese AMR Corpus May 1, 2020 Abstract Meaning Representation Event Extraction
— Unverified A Dataset of Translational Equivalents Built on the Basis of plWordNet-Princeton WordNet Synset Mapping May 1, 2020 Translation Word Sense Disambiguation
— Unverified An Evaluation Benchmark for Testing the Word Sense Disambiguation Capabilities of Machine Translation Systems May 1, 2020 Machine Translation Translation
Code Code Available ``A Passage to India'': Pre-trained Word Embeddings for Indian Languages May 1, 2020 Information Retrieval Machine Translation
— Unverified Building Sense Representations in Danish by Combining Word Embeddings with Lexical Resources May 1, 2020 Sentence Word Embeddings
— Unverified WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in Context Apr 30, 2020 Binary Classification Entity Linking
Code Code Available Don't Neglect the Obvious: On the Role of Unambiguous Words in Word Sense Disambiguation Apr 29, 2020 Word Sense Disambiguation
Code Code Available Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation Apr 29, 2020 Few-Shot Learning Meta-Learning
Code Code Available SubjQA: A Dataset for Subjectivity and Review Comprehension Apr 29, 2020 Question Answering Sentiment Analysis
Code Code Available Decomposing Word Embedding with the Capsule Network Apr 7, 2020 Binary Classification Word Embeddings
— Unverified Natural language processing for word sense disambiguation and information extraction Apr 5, 2020 Management Question Answering
— Unverified Word Sense Disambiguation for 158 Languages using Word Embeddings Only Mar 14, 2020 Word Embeddings Word Sense Disambiguation
— Unverified The STEM-ECR Dataset: Grounding Scientific Entity References in STEM Scholarly Content to Authoritative Encyclopedic and Lexicographic Sources Mar 2, 2020 Entity Extraction using GAN Entity Linking
— Unverified Word Sense Disambiguation: A comprehensive knowledge exploitation framework Feb 29, 2020 graph construction Information Retrieval
— Unverified A Finite State Transducer Based Morphological Analyzer of Maithili Language Feb 29, 2020 Machine Translation Translation
— Unverified Semantic Relatedness for Keyword Disambiguation: Exploiting Different Embeddings Feb 25, 2020 Sentence Word Embeddings
— Unverified Interpretability in Word Sense Disambiguation using Tsetlin Machine Feb 10, 2020 Word Sense Disambiguation
— Unverified Multi-Fusion Chinese WordNet (MCW) : Compound of Machine Learning and Manual Correction Feb 5, 2020 BIG-bench Machine Learning Word Sense Disambiguation
— Unverified Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish Jan 12, 2020 Keyword Extraction POS
— Unverified Machine Learning Approaches for Amharic Parts-of-speech Tagging Jan 10, 2020 BIG-bench Machine Learning Information Retrieval
— Unverified PoKED: A Semi-Supervised System for Word Sense Disambiguation Jan 1, 2020 Language Modeling Language Modelling
— Unverified CASE: Context-Aware Semantic Expansion Dec 31, 2019 Word Sense Disambiguation
— Unverified FlauBERT: Unsupervised Language Model Pre-training for French Dec 11, 2019 FLUE Language Modeling
Code Code Available CoSimLex: A Resource for Evaluating Graded Word Similarity in Context Dec 11, 2019 Word Embeddings Word Sense Disambiguation
Code Code Available Word-Class Embeddings for Multiclass Text Classification Nov 26, 2019 Classification General Classification
Code Code Available Sparse associative memory based on contextual code learning for disambiguating word senses Nov 14, 2019 Language Modeling Language Modelling
— Unverified 0-1 phase transitions in sparse spiked matrix estimation Nov 12, 2019 Image Restoration Object Counting
— Unverified 